Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "37"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 37 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 241 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 226 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_15906/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 37, Node 3:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.333942 11.597130 -0.212709 80.446978 -1.106591 26.717671 -1.248648 31.464665 0.0662 0.0381 0.0412 1.210225 1.168237
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.459188 17.483470 0.505201 85.315066 -1.193761 38.989031 -1.222447 10.610327 0.0706 0.0394 0.0483 1.203095 1.166454
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 34.970044 36.599684 inf inf 19.731248 -0.601988 59.697755 -1.101338 nan nan nan nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.852690 20.755587 0.782256 99.009006 -1.143247 32.587968 -1.190906 1.655495 0.0757 0.0409 0.0504 1.186511 1.145461
2459590 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.592803 23.753656 0.517483 92.331533 -0.903590 35.302863 -1.089466 3.386709 0.0749 0.0403 0.0474 1.183994 1.142132
2459589 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.114618 21.529306 0.326232 85.596763 -1.399276 22.189221 -0.930820 16.937609 0.0667 0.0389 0.0414 1.203611 1.166614
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 219.266323 218.695103 inf inf 23.198291 26.018505 22.447108 20.540425 nan nan nan 0.000000 0.000000
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% -1.029888 22.021208 2.057387 139.382929 2.148979 7.971396 -1.365545 11.745585 nan nan nan 0.000000 0.000000
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.549836 19.853070 0.294650 32.144137 -0.993866 11.934403 -1.072317 5.616023 0.0786 0.0396 0.0437 1.202991 1.178037
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.369687 25.831349 0.226852 10.726034 -0.196701 10.250598 -1.495511 3.043113 0.0305 0.0292 0.0017 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.909369 25.789974 7.919584 114.788265 9.208508 17.725689 -0.725806 6.796028 0.0709 0.0350 0.0375 0.000000 0.000000
2459583 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.589942 18.668455 3.011829 35.351719 -0.342701 23.522713 -0.777793 0.063194 0.0813 0.0374 0.0435 1.262255 1.219927
2459582 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 296.491563 295.805995 inf inf 11435.224584 11306.373081 6068.786502 6062.927600 nan nan nan 0.000000 0.000000
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.769811 21.414823 2.660465 36.273578 -0.292726 23.106800 -0.953601 0.164539 0.0764 0.0344 0.0420 1.198725 1.163633
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.139559 17.745781 4.106312 42.114195 0.113069 27.519157 -0.853799 1.104387 0.0755 0.0369 0.0378 1.206281 1.169248
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.775255 1.777674 0.500191 2.530503 0.422771 0.960511 -0.540810 0.078535 0.0290 0.0286 0.0001 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.897440 21.525356 2.583664 33.918163 -0.090220 24.701215 -0.960009 0.134939 0.0724 0.0341 0.0181 1.203842 1.167037
2459576 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.768340 16.338632 1.900584 27.235919 -0.145308 22.150668 -0.852997 0.751902 0.0870 0.0351 0.0455 1.133771 1.098537
2459575 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.134806 17.028352 1.955071 27.008092 0.159042 17.075348 1.597030 6.087119 0.0802 0.0364 0.0404 0.000000 0.000000
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.544091 15.276047 1.656104 25.861374 0.507062 24.317184 -0.988537 0.499034 0.0788 0.0342 0.0435 1.151340 1.117818
2459573 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.140869 16.617775 4.217294 44.390707 -0.079165 29.140893 -1.018444 1.096671 0.0790 0.0364 0.0382 0.000000 0.000000
2459572 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.282897 16.650945 1.912897 25.991661 -0.325875 18.057936 -1.031766 1.921128 0.0852 0.0368 0.0415 1.280257 1.242407
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.919384 1.443357 0.601501 2.614059 0.387149 0.277455 -0.699417 0.116060 0.0279 0.0270 -0.0004 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.932149 21.044704 2.136224 33.669950 1.278059 10.523790 1.287110 9.148694 0.0817 0.0423 0.0393 1.234449 1.194670
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.527358 15.352842 2.760992 33.723155 -0.186568 21.724364 -1.225819 -0.345316 0.0754 0.0325 0.0421 33.049259 1.343458
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -1.261715 -1.261715 -1.175854 -1.175854 -0.877508 -0.877508 -0.954097 -0.954097 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.180561 14.726350 -1.647586 35.871668 4.367089 2.485337 -0.326082 0.351666 0.0811 0.0359 0.0449 1.194301 1.157975
2459563 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.001347 16.822069 -0.486419 68.414203 -0.654433 22.333810 -0.541675 1.129090 0.0816 0.0388 0.0473 0.000000 0.000000
2459562 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -2.103352 10.091396 -2.198182 17.634535 -0.785639 2.889265 -0.324120 0.516207 0.0856 0.0356 0.0492 1.233402 1.199706
2459561 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.916978 10.556431 -2.287447 16.791330 -0.574331 3.011440 0.546269 0.770456 0.0749 0.0343 0.0356 1.249711 1.215117
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.786224 9.743864 -2.098065 17.023662 -0.329803 3.226946 -0.167427 0.330075 0.0796 0.0355 0.0437 1.256384 1.224982
2459559 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.942435 12.660746 -2.360232 18.689609 -0.685567 3.501301 0.039305 0.643265 0.0776 0.0335 0.0404 1.194795 1.163586
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.105586 17.509648 3.516819 35.675588 -0.258563 23.043889 -1.061325 0.923769 0.0834 0.0382 0.0412 1.226524 1.189684
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0291 0.0295 -0.0007 nan nan
2459556 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.022234 17.705953 3.633893 38.661177 0.043026 21.236871 -1.652799 2.410064 0.0722 0.0361 0.0321 1.221813 1.180994
2459554 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0820 0.0352 0.0436 nan nan
2459553 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0651 0.0337 0.0288 nan nan
2459552 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.150364 20.948657 4.900721 50.998451 2.750919 31.850207 -0.908469 2.614508 0.0733 0.0343 0.0363 23.095648 1.201046
2459551 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.378064 9.894804 -2.674147 20.714806 -1.419702 4.420449 -0.621923 0.745302 0.0806 0.0357 0.0450 1.201300 1.167658
2459550 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0442 0.0441 -0.0004 nan nan
2459549 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.007454 16.044003 3.277693 38.454732 0.601507 23.147982 -1.044832 0.769476 0.0732 0.0366 0.0391 1.158884 1.124622
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.067245 22.144027 3.938321 78.235274 0.844647 1.885615 -1.234623 0.649673 0.0874 0.0364 0.0485 1.204768 1.161138
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.302336 10.306226 4.493882 36.897053 2.309825 250.270307 0.826659 15.012792 0.0875 0.0396 0.0462 1.212172 1.171454
2459540 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.572696 15.151469 -1.625727 17.789188 -2.404583 5.295048 -1.298908 0.697710 0.0874 0.0346 0.0496 1.219774 1.180421
2459536 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.730825 24.911867 6.196296 66.463713 3.273505 31.776006 -1.253185 1.380303 0.0811 0.0329 0.0466 1.219037 1.179439
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.379071 12.339398 -1.760805 16.325984 -2.515205 5.450210 -0.921358 0.118303 0.1088 0.0380 0.0564 1.212880 1.167037
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.797480 11.866737 -2.136065 14.433626 -1.863720 3.897881 -0.620777 -0.287631 0.0976 0.0352 0.0456 1.182776 1.146848
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.890232 18.454596 3.480910 36.209429 -0.072293 20.722540 -1.239001 1.063636 0.0803 0.0327 0.0437 1.209403 1.177096
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.338387 21.294049 4.790313 49.059200 0.575528 25.453092 -1.001221 0.425663 0.0823 0.0336 0.0417 1.197249 1.158984
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.883160 10.270153 -1.980026 15.340877 -1.255568 4.312604 -0.704553 0.240662 0.1041 0.0361 0.0546 1.196960 1.152232
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.853029 25.867761 5.360231 52.633014 8.215743 34.929724 -1.280370 0.114436 0.0882 0.0358 0.0374 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% -0.557995 20.136846 6.720554 50.016601 30.141955 48.510404 13.250501 12.703559 nan nan nan 1.486434 1.442397
2459522 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.419951 21.928889 6.792792 50.816996 0.215266 23.505796 -1.402877 0.818261 0.0785 0.0371 0.0501 1.084917 1.051490
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.364749 2.036728 1.385789 1.739865 -0.030408 -0.256503 -0.669537 -0.639046 0.0330 0.0310 0.0018 nan nan
2459508 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.120433 28.342709 4.259731 49.670946 3.963124 15.572816 2.903157 14.731122 0.9080 0.0663 0.4683 0.000000 0.000000
2459505 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.176200 27.639731 4.302462 49.911327 -0.286484 9.858152 -1.553436 1.189863 0.8885 0.0479 0.6239 19.158345 1.621780
2459503 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.447743 26.756878 4.431609 84.404203 7.532103 33.290256 -1.286086 2.442295 0.8561 0.0450 0.6706 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 37: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 29.304712 0.718714 1.454230 0.073807 2.061017 -0.206039 0.771105 29.304712 -0.277956

Antenna 37: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 14.332053 0.575689 0.670201 0.246995 -0.138290 0.260806 -0.127775 14.332053 -0.161477

Antenna 37: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 18.619863 0.841829 0.917482 -0.521787 -0.233384 -0.846916 0.117304 0.150822 18.619863

Antenna 37: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 12.624334 0.953563 0.612657 -0.117812 0.655123 0.699592 0.224496 12.624334 -0.371771

Antenna 37: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 5.354046 1.119556 1.114271 -0.268934 1.566539 -0.032559 -0.610632 5.354046 -0.600247

Antenna 37: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 3.050469 0.694253 0.789198 1.016497 -0.772254 0.936281 0.604810 -0.476123 3.050469

Antenna 37: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 18.777198 0.073802 0.655019 -1.263415 -0.635654 -0.444829 0.865389 18.777198 0.352162

Antenna 37: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 11.633531 -0.023865 0.991440 -0.663406 -0.310907 -0.446311 0.688131 11.633531 0.155355

Antenna 37: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 4.232800 0.427408 -0.577099 0.724589 -0.580902 0.853006 0.137688 0.591226 4.232800

Antenna 37: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 21.907539 0.027218 0.709127 -0.986186 1.314331 -0.802194 1.211011 21.907539 0.420672

Antenna 37: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 27.463908 0.943123 1.120339 1.405146 -0.783539 0.175424 0.987394 -0.201360 27.463908

Antenna 37: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Power 6.873394 3.192676 2.315541 6.873394 4.680159 6.772939 5.197373 6.211073 1.801637

Antenna 37: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 2.264809 0.961939 0.345990 1.460116 0.681252 1.782912 -0.003209 0.862142 2.264809

Antenna 37: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok ee Temporal Variability 1.367670 0.309234 0.605659 0.598847 1.168970 -0.105146 1.367670 -0.170195 0.309622

Antenna 37: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 37: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok ee Temporal Variability 6.871016 3.193173 2.844302 6.324452 5.247801 5.686695 6.871016 4.090336 1.352454

Antenna 37: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 7.771115 2.996811 3.507453 5.153151 6.976451 4.509045 5.066846 1.898044 7.771115

Antenna 37: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok ee Temporal Variability 3.072394 1.497495 0.509946 1.904153 0.813360 3.072394 -0.148713 0.969330 1.518904

Antenna 37: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok ee Temporal Variability 2.937897 0.295528 1.291706 0.548501 1.780898 -0.223497 2.937897 2.184534 0.831112

Antenna 37: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Power 8.453620 4.057787 3.247958 8.453620 6.779514 5.161610 6.594845 7.325488 2.805869

Antenna 37: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 37: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 10.673728 2.828985 2.572881 5.402646 4.763247 4.779488 4.403642 10.673728 2.007304

Antenna 37: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 16.846456 2.985601 3.307033 4.623954 6.855368 7.374912 8.724405 4.143753 16.846456

Antenna 37: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 37: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 3.894084 1.311127 0.809351 2.521917 2.148947 1.549033 0.633735 0.583234 3.894084

Antenna 37: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 4.988456 0.893864 0.578325 2.038136 1.870113 1.209467 2.033501 4.988456 0.622509

Antenna 37: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok ee Temporal Variability 3.690012 1.904072 0.922622 2.258131 1.580843 3.690012 1.236569 1.246631 3.568399

Antenna 37: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok ee Temporal Variability 2.275088 0.638961 0.443511 1.070080 1.329648 2.275088 0.560136 0.776623 0.318782

Antenna 37: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok ee Temporal Variability 2.376211 0.705050 1.144184 1.880965 1.490649 1.086665 2.376211 0.105118 0.361272

Antenna 37: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Power 8.465195 1.534169 2.465234 4.103644 8.465195 3.115741 5.983132 1.222366 1.139876

Antenna 37: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Variability 9.436186 2.855320 3.922940 5.368304 7.453685 7.728443 9.436186 0.927015 3.396550

Antenna 37: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 4.932174 1.915419 0.662670 2.472930 1.473477 1.835752 0.264120 0.909671 4.932174

Antenna 37: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 6.957288 1.942525 0.951191 4.088202 3.548173 4.912706 2.503994 1.787431 6.957288

Antenna 37: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 13.103687 2.037138 6.824363 3.152197 4.015120 1.875995 4.688206 1.571453 13.103687

Antenna 37: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 37: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 37: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 37: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 37: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 37: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 37: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 32.398040 3.331676 9.487989 4.936520 10.185100 3.086582 6.780351 2.110298 32.398040

Antenna 37: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Power 10.516817 2.253684 1.991419 8.727871 10.516817 3.376841 9.004753 1.991919 9.773779

Antenna 37: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 3.616836 1.210883 1.284401 2.355675 2.448434 1.886451 2.485414 3.616836 1.026639

Antenna 37: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 16.264708 7.629622 2.295127 4.087147 3.156082 3.501362 1.958876 16.264708 1.337896

Antenna 37: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 18.333469 6.758974 1.811714 4.220216 3.232632 0.100825 -0.621126 18.333469 1.501253

Antenna 37: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 17.869411 8.468291 2.489110 4.486559 3.519405 0.828836 0.017627 17.869411 1.666415

Antenna 37: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Variability 10.061127 1.874610 2.823301 7.530602 6.894780 10.061127 8.960210 7.950094 1.752082

Antenna 37: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 14.050369 1.639768 6.512927 3.211924 4.332872 -0.025719 -0.404846 1.386499 14.050369

Antenna 37: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 8.866267 5.725529 1.162346 4.128273 3.694219 1.370038 0.926752 8.866267 0.612240

Antenna 37: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 23.242022 4.254636 0.799201 3.231047 2.491716 2.884529 2.731341 23.242022 1.693501

Antenna 37: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 23.069508 6.228345 1.872443 3.777552 3.073311 1.861618 3.974958 23.069508 1.891930

Antenna 37: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 14.358624 4.962860 1.217063 3.288239 2.296977 0.569446 2.297011 14.358624 0.539983

Antenna 37: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 11.745396 2.998248 4.283291 6.062798 8.719598 5.657802 7.301493 2.851264 11.745396

Antenna 37: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 9.543430 0.988931 4.300956 2.783387 3.764615 -0.382810 1.639357 -0.010302 9.543430

Antenna 37: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok ee Temporal Variability 22.476684 4.869749 1.463778 3.241632 1.815716 1.444560 22.476684 12.344127 0.781435

Antenna 37: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 29.831130 1.663734 5.999558 3.851894 3.875785 3.558651 10.049515 1.679610 29.831130

Antenna 37: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 21.802433 1.937999 6.223300 1.539054 4.000060 1.812058 3.158187 0.943141 21.802433

Antenna 37: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 27.096790 1.356413 5.482590 1.496776 4.371589 1.876368 3.977327 1.442932 27.096790

Antenna 37: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Power 8.828331 2.692820 3.799414 6.859991 8.828331 6.772593 8.375328 2.719283 6.336528

Antenna 37: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 24.481460 6.699741 1.618412 3.892024 3.617916 0.586365 2.559168 24.481460 1.460354

Antenna 37: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Power 9.530657 4.219684 3.805275 9.530657 7.523849 8.190801 7.507720 -0.187571 3.899408

Antenna 37: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 5.785762 2.471495 0.552477 1.805063 1.323807 -0.648876 0.146137 5.785762 0.280638

Antenna 37: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 digital_ok nn Temporal Discontinuties 10.740276 2.814757 0.837302 2.592494 1.393102 2.234593 1.670538 10.740276 0.285252

Antenna 37: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 RF_maintenance nn Temporal Discontinuties 16.270202 1.793714 3.019768 6.128024 9.039481 6.706963 8.611176 3.433371 16.270202

Antenna 37: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 RF_maintenance nn Temporal Discontinuties 5.764257 0.870848 0.457199 -1.414814 -0.718926 -1.548862 -1.413966 5.764257 -0.423714

Antenna 37: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 RF_maintenance nn Temporal Discontinuties 8.463428 2.060227 -0.853496 3.093974 -0.624469 0.139725 1.134747 8.463428 -0.486881

Antenna 37: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 RF_maintenance nn Temporal Discontinuties 22.988589 4.964163 -0.155265 8.622520 -0.667961 1.249561 -0.272927 22.988589 -0.283917

Antenna 37: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 RF_maintenance nn Power 9.174539 3.913434 -0.405650 9.174539 0.794368 8.218272 6.070069 7.836801 1.753433

Antenna 37: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 RF_maintenance nn Power 10.238002 -0.089594 1.006434 1.883076 10.238002 1.496189 3.350788 1.580028 8.246007

Antenna 37: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 RF_maintenance nn Temporal Discontinuties 5.499898 1.032986 -0.171501 4.859456 1.217198 2.757453 1.289202 5.499898 0.737796

Antenna 37: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 RF_maintenance ee Temporal Discontinuties 21.139713 17.932086 17.932086 17.292071 17.292071 13.868195 13.868195 21.139713 21.139713

Antenna 37: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 RF_maintenance nn Shape -0.059378 -0.059378 -0.059378 -0.088976 -0.088976 -0.198902 -0.198902 -0.232081 -0.232081

Antenna 37: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 N03 RF_maintenance ee Shape 0.773341 0.773341 0.773341 0.736571 0.736571 0.674491 0.674491 0.734633 0.734633

Antenna 37: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 N03 RF_maintenance nn Temporal Variability 6.882238 2.877967 1.402698 6.028063 2.113113 6.882238 2.907938 1.177803 1.584065

Antenna 37: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Temporal Discontinuties 10.246842 -0.419636 0.945938 1.433920 9.317263 0.442411 5.513917 2.315662 10.246842

Antenna 37: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 37: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Power 10.780564 0.247922 1.506412 0.902842 10.780564 0.487114 2.186599 1.576737 7.252657

Antenna 37: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Power 12.062583 -0.283599 2.286298 1.720076 12.062583 0.602382 2.075845 0.615685 2.860722

Antenna 37: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance ee Temporal Variability 40.945882 1.197090 1.025935 4.834471 6.282924 40.945882 10.179410 1.014293 4.729119

Antenna 37: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 37: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 37: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Power 11.602827 5.006791 1.486899 11.602827 5.900172 4.795666 1.412191 -0.743233 -0.647429

Antenna 37: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Power 10.824613 5.972875 2.403736 10.824613 5.627441 4.437243 0.740740 -0.359853 -0.273606

Antenna 37: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Power 14.429070 1.575865 5.923829 7.270917 14.429070 0.222270 3.039064 -0.538564 -0.435206

Antenna 37: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Power 71.676859 24.768748 -1.666808 71.676859 -0.165003 18.320120 -1.853326 4.113606 -0.408920

Antenna 37: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Power 59.710546 -1.320895 22.722729 -0.094446 59.710546 -0.849834 22.207946 -0.264707 3.571252

Antenna 37: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Power 62.015153 24.803764 -1.514001 62.015153 0.277890 14.881722 -0.958867 2.885565 -0.336410

Antenna 37: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Power 83.427575 -0.956498 28.348951 0.185565 83.427575 -0.998420 30.535979 -0.619790 4.787806

Antenna 37: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Power 59.562555 20.398750 -1.177712 59.562555 2.319794 9.627101 -1.253891 0.597770 -0.924416

Antenna 37: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Power 60.478011 27.189642 -0.909063 60.478011 1.938308 36.679093 0.118074 5.409496 0.428272

Antenna 37: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 37: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Shape 12.777265 12.777265 0.235895 8.290679 1.490679 0.890917 -0.221196 2.257584 0.295068

Antenna 37: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Power 85.090685 -0.633794 25.144015 -0.024907 85.090685 -0.865685 32.160895 -1.500009 27.076510

Antenna 37: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Power 64.080814 -0.887511 26.141090 0.073574 64.080814 -0.461104 19.264287 1.904016 8.639381

Antenna 37: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance ee Temporal Discontinuties 0.355748 -0.514832 -0.076772 -0.972371 -0.921728 -0.417268 -0.937481 0.355748 -0.408080

Antenna 37: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Power 119.274552 30.312402 -0.297243 119.274552 3.452175 54.441287 3.136593 6.297462 0.019056

Antenna 37: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Shape 13.422276 0.512064 13.422276 1.205132 6.830139 -0.724616 0.941738 0.191177 2.421981

Antenna 37: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Power 91.389202 24.943183 -0.663024 91.389202 2.668009 28.246309 1.092465 13.843869 0.267510

Antenna 37: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 37: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
37 3 RF_maintenance nn Power 68.446252 22.612628 -0.727050 68.446252 2.227339 32.413561 1.692020 7.720349 -0.460884